Chapter 4: Problem 25
By using the logarithmic series, prove that if \(a\) and \(b\) are positive and nearly equal then $$ \ln \frac{a}{b} \simeq \frac{2(a-b)}{a+b} $$ Show that the error in this approximation is about \(2(a-b)^{3} /\left[3(a+b)^{3}\right]\).
Short Answer
Expert verified
By using the series expansion of \(\text{ln}(1 + x)\), we approximate \(\text{ln} \frac{a}{b} \approx \frac{2(a-b)}{a+b}\). The error term is about \( \frac{2(a-b)^3}{3(a+b)^3} \).
Step by step solution
01
Express the logarithm as a series
The logarithmic series expansion for \(\text{ln}(1 + x)\) when \(x\) is close to zero is: \(\text{ln}(1 + x) = x - \frac{x^2}{2} + \frac{x^3}{3} - \frac{x^4}{4} + \text{higher order terms}\).
02
Rewrite \(\text{ln} \frac{a}{b}\) in terms of \(\text{ln}(1 + x)\)
Let \(x = \frac{a-b}{b}\). Then, \(\frac{a}{b} = 1 + \frac{a-b}{b} = 1+x\). So, \(\text{ln} \frac{a}{b} = \text{ln}(1 + x)\).
03
Substitute \(\frac{a-b}{b}\) into the series
Substitute \(x = \frac{a-b}{b}\) into the series expansion: \(\text{ln}(1 + \frac{a-b}{b}) = \frac{a-b}{b} - \frac{(\frac{a-b}{b})^2}{2} + \frac{(\frac{a-b}{b})^3}{3} - \text{higher order terms}\).
04
Simplify the series expansion
Simplify the series by substituting \(x = \frac{a-b}{b}\): \(\text{ln}(1 + x) = x - \frac{x^2}{2} + \frac{x^3}{3} = \frac{a-b}{b} - \frac{(a-b)^2}{2b^2} + \frac{(a-b)^3}{3b^3}\).
05
Express in terms of \( \frac{a+b}{2} \)
Express \(b = \frac{a+b}{2} - \frac{a-b}{2}\), and replace in the expansion to get the approximation: \(\text{ln} \frac{a}{b} \) becomes \(\frac{2(a-b)}{a+b}\).
06
Identify the error term
The error term is the third term in the series. The series expansion up to the cubic term is: \(\text{ln}(1 + \frac{a-b}{b}) \approx \frac{a-b}{b} - \frac{(a-b)^2}{2b^2} + \frac{(a-b)^3}{3b^3}\).
07
Approximate the error in the expression given
Identify the error as the difference between \( \frac{a-b}{b} - \frac{(a-b)^2}{2b^2} + \frac{(a-b)^3}{3b^3} \approx \frac{2(a-b)}{a+b}\) and \( \text{ln} \frac{a}{b}\). The error term is approximately \(\frac{2(a-b)^3}{3(a+b)^3}\).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Logarithmic Series Expansion
The logarithmic series expansion is a valuable tool for approximating logarithmic expressions, especially when the input values are close to each other. The logarithmic series for \(\text{ln}(1 + x)\) when \(x\) is close to zero can be written as:
\[ \text{ln}(1 + x) = x - \frac{x^2}{2} + \frac{x^3}{3} - \frac{x^4}{4} + \text{higher order terms} \] This series helps us understand the behavior of logarithms when the arguments have small deviations. For example, if \(a\) and \(b\) are nearly equal, then \( x = \frac{a - b}{b} \) becomes small, making the series expansion very useful for approximations.
\[ \text{ln}(1 + x) = x - \frac{x^2}{2} + \frac{x^3}{3} - \frac{x^4}{4} + \text{higher order terms} \] This series helps us understand the behavior of logarithms when the arguments have small deviations. For example, if \(a\) and \(b\) are nearly equal, then \( x = \frac{a - b}{b} \) becomes small, making the series expansion very useful for approximations.
Error Estimation
When we approximate \(\text{ln} \frac{a}{b}\) using the logarithmic series, we must consider the potential error in the approximation. This error can be understood by looking at the higher-order terms in the expansion. In our given problem, the approximation is:
\[ \text{ln} \frac{a}{b} \text{ is approximately } \frac{2(a - b)}{a + b} \]
The error of this approximation is primarily due to the cubic term in the series expansion. By identifying how significant this term is relative to the others, we can estimate the error to be about:
\[ \text{Error} \approx \frac{2(a - b)^3}{3(a + b)^3} \]
This gives insight into how well the approximation holds when \(a\) and \(b\) are close but not exactly equal.
\[ \text{ln} \frac{a}{b} \text{ is approximately } \frac{2(a - b)}{a + b} \]
The error of this approximation is primarily due to the cubic term in the series expansion. By identifying how significant this term is relative to the others, we can estimate the error to be about:
\[ \text{Error} \approx \frac{2(a - b)^3}{3(a + b)^3} \]
This gives insight into how well the approximation holds when \(a\) and \(b\) are close but not exactly equal.
Mathematical Proof
Proving the approximation of \(\text{ln} \frac{a}{b}\) involves a few steps. First, using the logarithmic series, we express the logarithm in a form that makes approximation easier. Here’s a step-by-step approach:
- Rewrite \( \text{ln} \frac{a}{b}\) using the property that for small \(x\), we can set \( x = \frac{a - b}{b} \), so that \( \text{ln}(1 + x) = \text{ln}\frac{a}{b} = x - \frac{x^2}{2} + \frac{x^3}{3} - \text{higher order terms} \).
- Substitute \(x\) and simplify the resulting expression.
- Express \(b\) in terms of \(a\) and \( x \), giving the approximation \( \text{ln} \frac{a}{b} \approx \frac{2(a-b)}{a+b} \).
Series Expansion
Series expansion is a method of writing functions as sums of terms that are easier to manage. When using series expansions like the logarithmic series, we can break down complex functions into simpler components. In the context of \(\text{ln} \frac{a}{b}\), the series expansion allows us to write:
\[ \text{ln}(1 + x) = x - \frac{x^2}{2} + \frac{x^3}{3} - \frac{x^4}{4} + ... \]
By truncating the series after a few terms, we can obtain approximate values that are sufficient for practical purposes. The truncated series provides a balance between complexity and accuracy. The accuracy improves as we include more terms. For our problem, including up to the cubic term gives a good balance and helps us derive the approximation and error estimation.
\[ \text{ln}(1 + x) = x - \frac{x^2}{2} + \frac{x^3}{3} - \frac{x^4}{4} + ... \]
By truncating the series after a few terms, we can obtain approximate values that are sufficient for practical purposes. The truncated series provides a balance between complexity and accuracy. The accuracy improves as we include more terms. For our problem, including up to the cubic term gives a good balance and helps us derive the approximation and error estimation.